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    ๊ธˆ์† ์‚ฐํ™”๋ฌผ ๋ฐ ์ด์ฐจ์› ๋‚˜๋…ธ ๋ฌผ์งˆ ๊ธฐ๋ฐ˜์˜ ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ: ์„ฑ๋Šฅ ์ตœ์ ํ™” ๋ฐ ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ์— ๋Œ€ํ•œ ์‘์šฉ

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    ํ•™์œ„๋…ผ๋ฌธ(๋ฐ•์‚ฌ) -- ์„œ์šธ๋Œ€ํ•™๊ต๋Œ€ํ•™์› : ๊ณต๊ณผ๋Œ€ํ•™ ์ „๊ธฐยท์ •๋ณด๊ณตํ•™๋ถ€, 2021.8. ๊ณฝ์ •ํ›ˆ.๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ๋ฅผ ์ง‘์ ํ•œ ์ „์ž ๋””์Šคํ”Œ๋ ˆ์ด์˜ ๊ฐœ๋ฐœ์€ ๋›ฐ์–ด๋‚œ ์žฅ์ ์œผ๋กœ ์ธํ•ด ํฐ ๊ด€์‹ฌ์„ ๋ฐ›์•„์™”๋‹ค. ์ง€๋‚œ ์ˆ˜์‹ญ ๋…„ ๋™์•ˆ ๋Šฅ๋™ ๋งคํŠธ๋ฆญ์Šค ์•ก์ • ๋””์Šคํ”Œ๋ ˆ์ด ๋ฐ ์œ ๊ธฐ ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ์™€ ๊ฐ™์€ ํ‰ํŒ ๋””์Šคํ”Œ๋ ˆ์ด์— ๋Œ€ํ•œ ์—ฌ๋Ÿฌ ์—ฐ๊ตฌ๊ฐ€ ๋ณด๊ณ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ์šฐ์ˆ˜ํ•œ ์„ฑ๊ณผ์—๋„ ๋ถˆ๊ตฌํ•˜๊ณ , pํ˜• ์‚ฐํ™”๋ฌผ/๋‚˜๋…ธ ๋ฐ˜๋„์ฒด์˜ ๊ฐœ๋ฐœ๊ณผ ๋ฐฑํ”Œ๋ ˆ์ธ ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ๋กœ ๊ตฌ๋™๋˜๋Š” ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ์˜ ๊ตฌ๋™์— ๋Œ€ํ•œ ์—ฐ๊ตฌ๋Š” ์ œํ•œ์ ์ž…๋‹ˆ๋‹ค. pํ˜• ๋ฐ˜๋„์ฒด์˜ ์ „๊ธฐ์  ํŠน์„ฑ์€ ์ด๋™๋„๊ฐ€ ๋‚ฎ๊ณ , ์˜คํ”„ ์ „๋ฅ˜๊ฐ€ ๋†’์œผ๋ฉฐ, ์†Œ์ž์˜ ๋ถˆ์•ˆ์ •์„ฑ์ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ์˜๋ฏธ์—์„œ ์šฐ๋ฆฌ๋Š” ์•ž์„œ ์–ธ๊ธ‰ํ•œ ์‘์šฉ์„ ์œ„ํ•œ p-ํ˜• ์‚ฐํ™”๋ฌผ/๋‚˜๋…ธ ๋ฌผ์งˆ ๊ธฐ๋ฐ˜ ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ์™€ ์ฝœ๋กœ์ด๋“œ ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ๋ฅผ ์—ฐ๊ตฌํ–ˆ์Šต๋‹ˆ๋‹ค. ๋จผ์ €, ์šฐ๋ฆฌ๋Š” ์œ ์—ฐํ•œ ์ „์ž ์žฅ์น˜์— ์ž ์žฌ์ ์œผ๋กœ ๋งค๋ ฅ์ ์ธ ๋‚˜๋…ธ ์™€์ด์–ด ๊ตฌ์กฐ๋กœ ํ˜•์„ฑ๋œ ๋Œ€์ฒด ์ „๊ทน์œผ๋กœ ์ „๊ธฐ์  ํŠน์„ฑ์„ ์œ„ํ•ด ์Šคํ”„๋ ˆ์ด ์ฝ”ํŒ…๋œ ๋‹จ์ผ๋ฒฝ ํƒ„์†Œ๋‚˜๋…ธ ํŠœ๋ธŒ๋ฅผ ์†Œ์Šค ๋ฐ ๋“œ๋ ˆ์ธ ์ „๊ทน์œผ๋กœ ์‚ฌ์šฉํ•˜๋Š” p ํ˜• ์ฃผ์„ ์‚ฐํ™”๋ฌผ (SnO) ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ๋ฅผ ๊ตฌํ˜„ํ–ˆ์Šต๋‹ˆ๋‹ค. ํด๋ฆฌ๋จธ ์—์น˜ ์Šคํ† ํผ ์ธต์— SU-8์ด ์žˆ๋Š” SnO ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ์˜ ์†Œ์ž ๊ตฌ์กฐ๋Š” SnO ์ฑ„๋„ ์ธต์˜ ์—ดํ™” ์—†์ด ์›ํ•˜๋Š” ์˜์—ญ์—์„œ ๋‹จ์ผ๋ฒฝ ํƒ„์†Œ๋‚˜๋…ธํŠœ๋ธŒ์˜ ์„ ํƒ์  ์—์นญ์„ ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ ๋‹จ์ผ๋ฒฝ ํƒ„์†Œ๋‚˜๋…ธํŠœ๋ธŒ ์ „๊ทน์œผ๋กœ ์‚ฌ์šฉํ•˜๋Š” SnO ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ๋Š” ์ ์ ˆํ•œ ์ฑ„๋„ํญ๊ณผ ์ •๊ทœํ™”๋œ ์ „๊ธฐ์  ์ปจํƒ ํŠน์„ฑ (~ 1 kฮฉ cm), ์ „๊ณ„ ํšจ๊ณผ ์ด๋™์„ฑ (~ 0.69 cm2/Vs), ๋ฌธํ„ฑ์ „์••์ดํ•˜ ์Šค์œ™ (~ 0.4 V/dec) ๋ฐ ์ „๋ฅ˜ ์˜จ-์˜คํ”„ ํŠน์„ฑ (Ion/Ioff ~ 3.5ร—103)์„ ์„ฑ๊ณต์ ์œผ๋กœ ๊ตฌํ˜„ํ•˜์˜€์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ ์˜จ๋„์— ๋”ฐ๋ฅธ ์ „๊ธฐ์  ์ปจํƒ ๋ฐ ์ฑ„๋„ ํŠน์„ฑ์€ Ni ์ „๊ทน์— ํ•„์ ํ•˜๋Š” ์ ์ ˆํ•œ ์ ‘์ด‰ ์ €ํ•ญ๊ณผ ํ•จ๊ป˜ ๋ฌด์‹œํ•  ์ˆ˜ ์žˆ๋Š” ์ˆ˜์ค€์˜ ๊ฐ€์ „์ž๋  ํ…Œ์ผ ์Šคํ…Œ์ดํŠธ์˜ 3 x 10-3 eV ํ™œ์„ฑํ™” ์—๋„ˆ์ง€๋กœ SnO ์ฑ„๋„ ์ „์†ก์„ ์„ค๋ช…ํ•ฉ๋‹ˆ๋‹ค. ๋‘˜์งธ, ์šฐ๋ฆฌ๋Š” ๋จผ์ € ์ƒ๋ณดํ˜• ํŠธ๋žœ์ง€์Šคํ„ฐ๋ฅผ ๊ตฌํ˜„ํ•˜์—ฌ p (๋˜๋Š” n ํ˜•) MoTe2 ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ์— ์˜ํ•ด ์ œ์–ด๋˜๋Š” ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ ๊ตฌ๋™์„ ์‹œ์—ฐํ•ฉ๋‹ˆ๋‹ค. ์ด ์—ฐ๊ตฌ์—์„œ๋Š” MoTe2 ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ์˜ ์œ ํ˜• ๋ณ€ํ™˜์„ ์œ„ํ•ด Poly-L-lysine (PLL)์— ์˜ํ•œ ๋ถ„์ž ๋„ํ•‘์„ ๋„์ž…ํ•˜๊ณ , ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ ์„ฑ๋Šฅ ํ–ฅ์ƒ์„ ์œ„ํ•ด ํ‘œ๋ฉด ๋ฆฌ๊ฐ„๋“œ ๋ณ€ํ˜•์„ ํ™œ์šฉํ•ฉ๋‹ˆ๋‹ค. ์ด์™€ ๊ด€๋ จํ•˜์—ฌ PLL ์ฒ˜๋ฆฌ๋Š” ์ „๊ธฐ์  ํŠน์„ฑ์˜ ์ €ํ•˜์—†์ด MoTe2 ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ์˜ ๋›ฐ์–ด๋‚œ ์œ ํ˜• ๋ณ€ํ™˜์„ ๋‹ฌ์„ฑํ•˜์—ฌ, ์•ˆ์ •์ ์ธ p (๋˜๋Š” n ํ˜•) ์œ ํ˜• ์žฅ์น˜๋ฅผ ํ™•๋ณดํ•˜์—ฌ ๋ณด์™„ ํšŒ๋กœ์˜ ๊ฐ€์šฉ์„ฑ์„ ๋ณด์žฅํ•ฉ๋‹ˆ๋‹ค. ๋˜ํ•œ, ์˜ฅํ‹ธ ์•„๋ฏผ์œผ๋กœ ๋ฆฌ๊ฐ„๋“œ ์น˜ํ™˜๋œ ์–‘์ž์ ์€ ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ์—์„œ ๊ท ํ˜• ์žกํžŒ ์ „์ž/์ •๊ณต ์ฃผ์ž…์„ ์ƒ์„ฑํ•˜์—ฌ, ์ „๋ฅ˜ ํšจ์œจ (ฮทA = 13.9 cd/A)์ด ๊ฐœ์„ ๋˜๊ณ  ์ˆ˜๋ช…์ด ๋” ๊ธธ์–ด์ง‘๋‹ˆ๋‹ค (L0 = 3000 cd/m2์—์„œ T50 = 66 h). ๊ฒฐ๊ณผ์ ์œผ๋กœ MoTe2 ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ๋Š” ์ ์ ˆํ•œ ์Šค์œ„์นญ ํŠน์„ฑ์„ ๊ฐ€์ง„ ๋””์Šคํ”Œ๋ ˆ์ด ๋ฐฑํ”Œ๋ ˆ์ธ ํŠธ๋žœ์ง€์Šคํ„ฐ, ๊ด‘ ์ „๋ฅ˜ ์ƒ์„ฑ์— ๋Œ€ํ•œ ๋‚ด์„ฑ ๋ฐ ์ž‘๋™ ์•ˆ์ •์„ฑ์„ ํฌํ•จํ•˜์—ฌ ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ๋ฅผ ๊ตฌ๋™ํ•˜๋Š” ๋Šฅ๋ ฅ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค. ์ด ๋…ผ๋ฌธ์—์„œ ์šฐ๋ฆฌ๋Š” ์œ ๋งํ•œ ์‘์šฉ์„ ์œ„ํ•œ ์‚ฐํ™”๋ฌผ/๋‚˜๋…ธ ๋ฌผ์งˆ ๊ธฐ๋ฐ˜ ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šคํ„ฐ์™€ ๋ฆฌ๊ฐ„๋“œ ์น˜ํ™˜ ๊ธฐ์ˆ ์ด ์ ์šฉ๋œ ํ›„๋ฉด ๋ฐœ๊ด‘ ์ ์ƒ‰ ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ์— ๋Œ€ํ•ด ๋…ผ์˜ํ•ฉ๋‹ˆ๋‹ค. ๋ฐฑํ”Œ๋ ˆ์ธ ๋ฐ•๋ง‰ ํŠธ๋žœ์ง€์Šค๋กœ pํ˜• SnO์™€ MoTe2๋ฅผ ์‚ฌ์šฉํ•˜๊ณ , ์ƒˆ๋กœ์šด ๋””์Šคํ”Œ๋ ˆ์ด ์žฅ์น˜๋กœ CdSe ์–‘์ž์  ๋ฐœ๊ด‘ ๋‹ค์ด์˜ค๋“œ๋ฅผ ์‚ฌ์šฉํ•œ ์šฐ๋ฆฌ์˜ ์—ฐ๊ตฌ ์„ฑ๊ณผ๋Š” ์œตํ•ฉ ์—ฐ๊ตฌ๋ฅผ ์œ„ํ•œ ๊ตฌ์ƒ ๋ถ„์•ผ์—์„œ ์ž ์žฌ์ ์œผ๋กœ ์‚ฌ์šฉ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.The development of electronic displays integrated with Thin Film Transistors (TFTs) has been great interests due to their superb merits. For the past decades, several studies have been reported for the flat-panel displays (FPDs) such as active-matrix liquid crystal display (LCD) and organic light-emitting diode (OLED). Despite of these excellent achievements, progress of p-type oxide/nano semiconductors and operation of quantum dot light-emitting diode (QLED) driven by backplane TFTs are limited. This is because the electrical characteristics of p-type semiconductor have low mobility, high off current, and device instability. In this sense, we investigated p-type oxide/nano material-based TFTs and colloidal quantum dot light-emitting diodes (QLEDs) for the afore-mentioned application. First, we implemented p-type tin oxide (SnO) TFTs with spray-coated single-wall carbon nanotube (SWNTs) as source and drain electrodes for their electrical characteristics as alternative electrodes formed of nanowire structures, which are potentially attractive for flexible electronics. The device architecture of SnO TFTs with a polymer etch stop layer (SU-8) enables the selective etching of SWNTs in a desired region without the detrimental effects of SnO channel layers. In addition, SnO TFTs with SWNT electrodes as substitutes successfully demonstrate decent width normalized electrical contact properties (~1 kฮฉ cm), field effect mobility (~0.69 cm2/Vs), sub-threshold slope (~0.4 V/dec), and current on-off ratio (Ion/Ioff ~ 3.5ร—103). Furthermore, temperature-dependent electrical contact and channel properties elucidate SnO channel transports with an activation energy of 3ร—10-3 eV, interpreted as a negligible level of valence-band tail states, together with decent contact resistance comparable to that of Ni electrodes. Second, we firstly demonstrated the QLEDs operation modulated by p (or n-type) MoTe2 TFTs with the realization of complementary type transistor. In this study, molecular doping by Poly-L-lysine (PLL) as an electron dopant is adopted for a type conversion of MoTe2 TFTs, and surface ligand modification is utilized for the improvement of QLED performance. In this regard, the PLL treatment achieves the outstanding type conversion of MoTe2 TFTs without any degradation of electrical properties, leading to securing reliable p (or n-type) devices, thus, availability of complementary circuits. Furthermore, ligand modified QDs capped with octylamine result in balanced electron/hole injection in QLEDs, yielding improved current efficiency (ฮทA =13.9 cd/A) and longer lifetimes (T50 = 66 h at L0 = 3000 cd/m2). As a result, MoTe2 TFTs demonstrate their capabilities to drive the QLEDs for the envisioned application including display backplane transistor with decent switching properties, immunity for generation of photocurrent, and operation stability. In this thesis, we discuss the oxide/nano material based TFTs and ligand modified bottom emitting red QLEDs for many promising applications. Our research achievements using p-type SnO and MoTe2 as backplane TFTs, and CdSe QLED as novel display device can be used in potentially envision fields for the convergence research.Chapter 1 1 1.1 An Overview of Thin Film Transistors 1 1.2 An Overview of Quantum Dot Light-Emitting Diodes 8 1.3 Outline of Thesis 13 Chapter 2 15 2.1 Materials 15 2.1.1 Synthesis of ZnO Nanoparticles 15 2.1.2 Synthesis of Red Light-Emitting CdSe/Cd1-xZnxS Quantumd Dots 15 2.2 Device Characterization of Thin Film Transistors 17 2.2.1 Characterization for Thin Film Transistor 17 2.2.2 Characterization of Light Response 18 2.3 Device Characterization of Quantum Dot Light-Emitting Diodes 18 2.3.1 Current-voltage-luminance Measurement of QLEDs 18 2.3.2 Efficiency Calculation Methods 21 2.3.3 Other Characterization Methods 22 Chapter 3 24 3.1 Devic Fabrication of SnO TFTs with Spray-Coated Single Walled Carbon Nanotubes as S/D Electrodes 26 3.2 Electrical Performance of SnO TFTs 30 3.3 Contact Resistance of Spray-coated SWNTs as S/D Electrodes 33 3.4 Summary 40 Chapter 4 41 4.1 Description of QLED display driven by MoTe2 TFTs 45 4.2 Ligand Modification of Red CdSe/Cd1-xZnxS Quantum Dots 49 4.3 Type Conversion of MoTe2 TFTs via Electron-Donated Charge Enhancer 54 4.4 Light-Insensitive Behaviors on Photocurrent Generation in MoTe2 TFTs 61 4.5 Operation of QLEDs Driven by Channel-type Controlled MoTe2 TFTs 66 4.6 Summary 70 Chapter 5 71 Bibilography 73 ํ•œ๊ธ€ ์ดˆ๋ก 81๋ฐ•

    Effective contracting of uncertain performance outcomes : Allocating responsibility for performance outcomes to align goals across supply chain actors

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    This dissertation contributes to practice and literature by studying how organizations can effectively contract and sell uncertain performance outcomes. In Chapter 2, I study whether supplier shirking in response to outcome uncertainty can be mitigated by combining performance and behavior specification and evaluation. Based on the findings of this study, I advise purchasing managers to invest in the evaluation of perform

    Ubiquitous Integration and Temporal Synchronisation (UbilTS) framework : a solution for building complex multimodal data capture and interactive systems

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    Contemporary Data Capture and Interactive Systems (DCIS) systems are tied in with various technical complexities such as multimodal data types, diverse hardware and software components, time synchronisation issues and distributed deployment configurations. Building these systems is inherently difficult and requires addressing of these complexities before the intended and purposeful functionalities can be attained. The technical issues are often common and similar among diverse applications. This thesis presents the Ubiquitous Integration and Temporal Synchronisation (UbiITS) framework, a generic solution to address the technical complexities in building DCISs. The proposed solution is an abstract software framework that can be extended and customised to any application requirements. UbiITS includes all fundamental software components, techniques, system level layer abstractions and reference architecture as a collection to enable the systematic construction of complex DCISs. This work details four case studies to showcase the versatility and extensibility of UbiITS frameworkโ€™s functionalities and demonstrate how it was employed to successfully solve a range of technical requirements. In each case UbiITS operated as the core element of each application. Additionally, these case studies are novel systems by themselves in each of their domains. Longstanding technical issues such as flexibly integrating and interoperating multimodal tools, precise time synchronisation, etc., were resolved in each application by employing UbiITS. The framework enabled establishing a functional system infrastructure in these cases, essentially opening up new lines of research in each discipline where these research approaches would not have been possible without the infrastructure provided by the framework. The thesis further presents a sample implementation of the framework on a device firmware exhibiting its capability to be directly implemented on a hardware platform. Summary metrics are also produced to establish the complexity, reusability, extendibility, implementation and maintainability characteristics of the framework.Engineering and Physical Sciences Research Council (EPSRC) grants - EP/F02553X/1, 114433 and 11394

    Management Of Plug-In Electric Vehicles And Renewable Energy Sources In Active Distribution Networks

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    Near 160 million customers in the U.S.A. are served via distribution networks (DNs). The increasing penetration level of renewable energy sources (RES) and plug-in electric vehicles (PEVs), the implementation of smart distribution technologies such as advanced metering/monitoring infrastructure, and the adoption of smart appliances, have changed distribution networks from passive to active. The next-generation of DNs should be efficient and optimized system-wide, highly reliable and robust, and capable of effectively managing highly-penetrated PEVs, RES and other controllable loads. To meet new challenges, the next-generation DNs need active distribution management (ADM). In this thesis, we study the management of PEVs and RES in active DNs. First, we propose a novel discrete-event modeling method to model PEVs and other loads in distribution networks. In addition, a new optimization algorithm to integrate as many PEVs as possible in DNs without causing voltage issues, including the violation of voltage security ranges and voltage stability, is studied. To further explore the active management of PEVs in the DNs, we develop a universal demonstration platform, consisting of software packages and hardware remote terminal units. The demonstration platform is designed with the capabilities of measurement, monitoring, control, automation, and communications. Furthermore, we have studied the reactive power management in microgrids, a special platform to integrate distributed generations and energy storage in DNs. To solve possible voltage security issues in a microgrid with high penetration of single-phase induction machines under the condition of fault-induced islanding, a voltage-sensitivity-based reactive power management algorithm is proposed

    The Influence of Employee-Based Brand Equity on the Health Supportive Environment and Culture โ€“ Organizational Citizenship Behavior Relation.

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    PURPOSE: The purpose of this study were (a) to test the validity and reliability of the health-supportive environment and culture scale, (b) to examine the validity and reliability of employee-based brand equity, and (c) to explore relationships among health-supportive environment and culture, employee-based brand equity, job satisfaction, and organizational citizenship behaviors by examining the moderating effect of job level. METHODS: This was a cross-sectional survey of 520 full-time employees (222 men and 298 women) from three places of the largest bookstore in Korea. Exploratory factor analysis and confirmatory factor analysis were performed to obtain factor structure and to evaluate factor validity and reliability in Study 1 (Chapter 2) and 2 (Chapter 3). In Study 3 (Chapter 4), structural equation modeling (SEM) was used to test the proposed model based on Study 1 and 2. RESULTS: Psychometric testing demonstrated satisfactory internal consistency reliability, content and construct validity of the health-supportive environment and culture scale and the employee based brand equity scale. SEM analysis showed that (a) the worksite environment and culture for supporting health had an influence on employee-based brand equity; (b) the health-supportive environment and culture on our findings was not a driving factor of organizational citizenship behaviors; (c) employee-based brand equity affected organizational citizenship behaviors; (d) job satisfaction was influenced by the health-supportive environment and culture, and job satisfaction affected organizational citizenship behaviors; and (e) the moderating effect of job level (i.e., employees vs. managers) was partially supported in the proposed model. CONCLUSIONS: The health-supportive environment and culture scale and employee-based brand equity scale are both reliable and valid measures. Employee-based brand equity in the context of worksite environment and culture for supporting health appears necessary to establish organizational citizenship behaviors. Implications and directions for future research are discussed.PHDKinesiologyUniversity of Michigan, Horace H. Rackham School of Graduate Studieshttp://deepblue.lib.umich.edu/bitstream/2027.42/99914/1/ybkwon_1.pd

    Multi-Agent Systems

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    A multi-agent system (MAS) is a system composed of multiple interacting intelligent agents. Multi-agent systems can be used to solve problems which are difficult or impossible for an individual agent or monolithic system to solve. Agent systems are open and extensible systems that allow for the deployment of autonomous and proactive software components. Multi-agent systems have been brought up and used in several application domains
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